Red cars do cost more to buy, but not necessarily to insure. LeaseTrader.com recently analyzed the effect of color on only the price of cars. They found the color red had the highest average monthly listing price for virtually all makes and models, roughly 9 percent higher than any other color. Red is a popular color.